Senior ML Engineer — Real-World AI Decision Systems

Sweep360 Inc.; New York (NY); On-site; USD 216,000 - 264,000; Full time

Benefits offered by this job

Equity

Premium health insurance

401(k) plan

Flexible PTO

Job summary

Sweep360 Inc. in New York City is seeking an exceptional machine learning engineer to build the AI decision system that turns raw signals into trusted operational decisions across edge devices, cloud, and offline environments.

You’ll own production systems end-to-end and design ingestion → reasoning → decision pipelines, ensuring reliability in high-stakes real-world settings. This is the first dedicated AI systems hire at Sweep360, with equity, premium insurance, 401(k), and flexible PTO.

Qualifications

• 5–10 years owning production systems end-to-end.
• Strong Python, plus Go/TypeScript (or similar).
• Comfortable building systems spanning edge devices, cloud, and intermittent connectivity.
• Built production AI systems trusted in real-world operations.
• Able to debug production systems quickly and decisively.
• Communicates clearly and operates independently.

Responsibilities

• Shape how the production AI system behaves in the real world.
• Design ingestion → reasoning → decision systems.
• Drive inference reliability, predictable logic, and transparent reasoning.
• Close the loop from deployments → system learning.
• Make the system trusted under real-world conditions.
• Partner with RF / hardware / field teams to deliver for elite users globally (travel).

Skills

Python

Go/TypeScript

System design

Edge + cloud

Data pipelines

Debug production systems

Clear communication

Tools

Kafka

Pub/Sub

LLM inference pipelines

Job description

Sweep360 Inc. in New York City is seeking an exceptional machine learning engineer to build the AI decision system that turns raw signals into trusted operational decisions across edge devices, cloud, and offline environments.

You’ll own production systems end-to-end and design ingestion → reasoning → decision pipelines, ensuring reliability in high-stakes real-world settings. This is the first dedicated AI systems hire at Sweep360, with equity, premium insurance, 401(k), and flexible PTO.